Fold 3 - Understanding why coefficient 15843 was selected
Tag: SPRINGVILLE
Selected Coefficient: 15843
Taxonomy Path: 10.10.3
Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining Furniture Sets
Products with this tag: 1
Unique residual values tried: 1
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 15843 | 0.000000 | 10.10.3 | 3.10.10 (3*71^2 + 10*71 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
These are the training products that have the "SPRINGVILLE" tag (processing sequence 2525). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 8396 | Springville 3pc Round Dining Set | 15843 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none |